anurag0308 Goto Github PK

adwords_scraper

scraping google adwords ads

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

anurag0308

aws

covid-19-worldwide-evolution

Dash 🚀 with animated scatter map on mapbox/plotly (COVID data) for tracking day to day evolution of COVID-19 through the world.

data-mining

dimensionality-reduction

This includes dimensionality reduction techniques like PCA & SVD.

dockers

email_reply_prediciton

Problem Statement: To predict whether a given mail will get a reply or not. Given Dataset: A text file with emails and their metadata in hierarchy To predict: Reply/ No reply Our Approach: Load Data Extracting Data: Extracting text email subject and body data from the text file Text Data Cleaning and Preprocessing Feature engineering : extracting additional features from emails (such as header subject length, email body lengths, recepient count, attachment count) Modelling: 5.1 BERT Embeddings from the text data 5.2 combine with other features 5.3 train test split 5.4 predict using MLP classifier 5.5 check F-1 score and plot ROC

hello-world

My first repository

hranalytics

AnalyticsVidhya HR analytics problem

movie_recommendation_with_various_optimization_techiques

Movie recommendation with NNMF and various optimization techniques like Regularized GD, Sliding window GD, Line Search GD, PSO.

multivariate_time_series_analysis

Implement Multivarite Time Series models like VAR, GARCH and test like Granger causality test for time series forecasting.

natural_languange_processing

predicitng-success-of-bank-telelmarketing-calls-

predicting-household-energy-consumption-using-lstm

randomgraphs

Code Demonstrating Phase Chnages in RandomGraphs

randomwalks

Includes code of PageRank algorithm and Modified Version of PageRank Algorithm

regression

Regression Techniques like Linear Regression, Logistic Regression, Lasso , Ridge implemented from scratch

resilient-supplier-selection-in-supply-chain-using-different-classification-algorithms.

sentiment_analysis

Sentiment Analysis on Amazon phone reviews dataset

time-series

Code done as part of my course-work.

web_scraping

Scraping google ads which appear on google search using selenium.